Bioinformatics · 2009 · 89 citations · 12 references
Life SciencesBioinformaticsCell BiologyComputational BiologyComputer VisionSingle-cell BioinformaticsCell CharacterizationCell Type AnnotationCellular VisualizationMicroscopic Cell MorphologySingle-cell AnalysisSingle-cell VisualizationCell ClassificationCell SegmentationCell-type IdentificationImage Segmentation For CellsMicroscope ImagingMulticlass ClassificationMulticlass Support Vector MachinesSupport Vector Classification
Abstract Summary:CellClassifier is a tool for classifying single-cell phenotypes in microscope images. It includes several unique and user-friendly features for classification using multiclass support vector machines Availability: Source code, user manual and SaveObjectSegmentation CellProfiler module available for download at www.cellclassifier.ethz.ch under the GPL license (implemented in Matlab). Contact: pelkmans@imsb.biol.ethz.ch Supplementary information: Supplementary data are available at Bioinformatics online.
12
An empirical comparison of supervised learning algorithms
Rich Caruana, Alexandru Niculescu-Mizil · 2006 · 2.7K citations
Genome-wide analysis of human kinases in clathrin- and caveolae/raft-mediated endocytosis
Lucas Pelkmans, Eugenio Fava, Hannes Grabner et al. · Nature · 2005 · 605 citations